{"id":"W4233824593","doi":"10.1175/2008jpo3960.1","title":"Unexpected Waves","year":2008,"lang":"en","type":"article","venue":"Journal of Physical Oceanography","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Office of Naval Research; Government of Canada","keywords":"Rogue wave; Gaussian; Allowance (engineering); Physics; Nonlinear system; Wind wave; Wavelength; Love wave; Geology; Longitudinal wave; Mechanical wave; Meteorology; Geophysics; Mechanics; Wave propagation; Optics; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007781285,0.0001137302,0.0002564678,0.0001989461,0.0001419808,0.00002080867,0.0001476426,0.00003349962,0.00007197553],"category_scores_gemma":[0.00002077788,0.00007339643,0.0003953035,0.0004752687,0.0001711824,0.0002318181,0.000004739175,0.0002282293,0.00002618826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001544886,"about_ca_system_score_gemma":0.0000341818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001159713,"about_ca_topic_score_gemma":0.000002712994,"domain_scores_codex":[0.9990386,0.00004774571,0.0002562862,0.00009372241,0.0003553823,0.0002082009],"domain_scores_gemma":[0.9993094,0.000107476,0.0002095559,0.00009133412,0.0001051632,0.0001770746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007807162,0.001052703,0.8042974,0.00009238084,0.001032204,0.003115084,0.009633834,0.01078294,0.006606372,0.0006090761,0.02848903,0.1335083],"study_design_scores_gemma":[0.000907175,0.001381621,0.9644712,0.00007458268,0.00007318224,0.00113259,0.0003980667,0.01712356,0.002357115,0.003504874,0.008213253,0.0003627753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951094,0.0003346545,0.0000363,0.0001639178,0.0002753523,0.00002782181,0.000004492288,0.00001406837,0.004033981],"genre_scores_gemma":[0.9976401,0.00005977773,0.001323069,0.00009951035,0.0008200009,3.319872e-10,0.000002809122,0.000003541271,0.00005113341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1601738,"threshold_uncertainty_score":0.2993019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194724135689886,"score_gpt":0.2029185625308054,"score_spread":0.1909713211739065,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}